Shachar Rosenman
- BridgeTower: Building Bridges Between Encoders in Vision-Language Representation Learning
2022/06/17 by Xu Xiao, Xu, Xiao, Chenfei Wu +7 · 10 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Scaling Knowledge Graph Construction through Synthetic Data Generation and Distillation
2024/10/22 by Prafulla Kumar Choubey, Xin Su, Choubey, Prafulla Kumar +21 · 2 citations
Computer Science · #Semantic Web and Ontologies #Advanced Graph Neural Networks #Topic Modeling
- Relation Classification as Two-way Span-Prediction
2020/10/09 by Amir Cohen, Cohen, Amir DN, Shachar Rosenman +3 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
- FastRM: An efficient and automatic explainability framework for multimodal generative models
2024/12/02 by Gabriela Ben-Melech Stan, Estelle Aflalo, Stan, Gabriela Ben-Melech +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
- FiVL: A Framework for Improved Vision-Language Alignment through the Lens of Training, Evaluation and Explainability
2024/12/19 by Estelle Aflalo, Gabriela Ben Melech Stan, Aflalo, Estelle +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning
2023/05/31 by Xu Xiao, Bei Li, Xu, Xiao +15 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning